AI Skill Report Card

Analyzing Design Patterns

B+78·Jan 16, 2026

Design Pattern Analysis & Extraction

Visit a site that caught your attention, take a screenshot, then analyze:

Pattern: [Name the pattern]
Context: [Where/when it appears]
Mechanism: [How it works]
Why it works: [Psychology/usability reason]
Adaptation: [How to apply elsewhere]
Recommendation
Add more concrete input/output examples showing the full analysis process with real website patterns and their extracted principles

Step 1: Capture

  • Screenshot the specific interaction/layout
  • Note the URL and context
  • Record your initial reaction

Step 2: Deconstruct

  • Identify the core mechanism
  • Map the user flow
  • Note micro-interactions and timing

Step 3: Abstract the Principle

  • Strip away visual styling
  • Focus on the behavioral pattern
  • Identify the underlying need it solves

Step 4: Cross-Pollinate

  • Look for similar patterns in non-digital contexts (physical spaces, games, nature)
  • Consider inverse applications
  • Test in different contexts

Progress Checklist:

  • Pattern captured and named
  • Core mechanism identified
  • Principle abstracted
  • Adaptation strategy defined
  • Cross-domain inspiration explored
Recommendation
Include a template or framework for documenting patterns consistently (e.g., a standardized format with specific fields to fill out)

Example 1: Stripe's Progressive Disclosure Input: Stripe's pricing page that reveals complexity gradually Output:

  • Pattern: Confidence-building revelation
  • Mechanism: Start simple, add detail on demand
  • Why: Reduces cognitive load while maintaining transparency
  • Adaptation: Apply to onboarding flows, feature explanations

Example 2: Physical Inspiration - Hotel Key Cards Input: Hotel key card that only works when you're supposed to be there Output:

  • Pattern: Contextual permissions
  • Digital adaptation: Features that unlock based on user journey stage
  • Application: Progressive feature access in apps
Recommendation
Expand the cross-domain inspiration section with specific examples of how physical world patterns translate to digital interfaces
  • Study edge cases - Look at error states, empty states, loading states
  • Time-box analysis - 15 minutes max per pattern to avoid overthinking
  • Document immediately - Insights fade quickly
  • Test assumptions - What you think works might not
  • Look beyond screens - Architecture, retail, games, nature all inform UX
  • Focus on jobs-to-be-done - What problem does this really solve?
  • Don't copy aesthetics - extract the behavioral principle
  • Don't assume context - what works for Stripe might not work for your users
  • Don't collect without applying - build a practice pipeline
  • Don't ignore failed patterns - understand why they don't work
  • Don't stay in your domain - the best insights come from unexpected places
  • Don't trust your first interpretation - dig deeper into the "why"
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Grade B+AI Skill Framework
Scorecard
Criteria Breakdown
Quick Start
11/15
Workflow
11/15
Examples
15/20
Completeness
15/20
Format
11/15
Conciseness
11/15